Why did so many of those who feel left behind vote for a member of the global elite in the US election? This column argues that rather than an increase in income and wealth inequality, it may be a rise in equality for wealthy African-Americans, for women, and for the gay community that is feeding a greater sense of unfairness. If we advocate greater horizontal equality, we must also ensure that it is embraced, or at least tolerated, by all.